Push model using huggingface_hub.

README.md

@@ -194,7 +194,7 @@ model-index:
       split: test
     metrics:
     - type: accuracy
-      value: 0.6778754298815437
+      value: 0.6763469621704241
       name: Accuracy
 ---
 
@@ -277,7 +277,7 @@ The model has been trained using an efficient few-shot learning technique that i
 ### Metrics
 | Label   | Accuracy |
 |:--------|:---------|
-| **all** | 0.6779   |
+| **all** | 0.6763   |
 
 ## Uses
 
@@ -379,7 +379,7 @@ preds = model("no solutions to x n y n z n displaystyle xnynzn for all n ≥ 3 d
 
 ### Training Hyperparameters
 - batch_size: (16, 16)
-- num_epochs: (2, 8)
+- num_epochs: (4, 8)
 - max_steps: -1
 - sampling_strategy: oversampling
 - num_iterations: 20
@@ -400,8 +400,10 @@ preds = model("no solutions to x n y n z n displaystyle xnynzn for all n ≥ 3 d
 | Epoch  | Step | Training Loss | Validation Loss |
 |:------:|:----:|:-------------:|:---------------:|
 | 0.0009 | 1    | 0.2745        | -               |
-| 0.9302 | 1000 | 0.0017        | -               |
-| 1.8605 | 2000 | 0.0016        | -               |
+| 0.9302 | 1000 | 0.0015        | -               |
+| 1.8605 | 2000 | 0.0015        | -               |
+| 2.7907 | 3000 | 0.0007        | -               |
+| 3.7209 | 4000 | 0.0002        | -               |
 
 ### Framework Versions
 - Python: 3.10.12

model.safetensors

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model_head.pkl

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